Datasets:

---

dhroov07

/

stockformer_indian

like 2

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 11 new columns ({'AAPL.4', 'TSLA.3', 'Ticker', 'AAPL.1', 'TSLA.1', 'TSLA', 'TSLA.4', 'AAPL.2', 'TSLA.2', 'AAPL', 'AAPL.3'}) and 6 missing columns ({'low', 'open', 'high', 'date', 'close', 'volume'}).

This happened while the csv dataset builder was generating data using

hf://datasets/dhroov07/stockformer_indian/aapl_day_full.csv (at revision 26d44315dca90bded2a56cc36324f96d652668f7)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 623, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Ticker: string
              TSLA: string
              TSLA.1: string
              TSLA.2: string
              TSLA.3: string
              TSLA.4: string
              AAPL: string
              AAPL.1: string
              AAPL.2: string
              AAPL.3: string
              AAPL.4: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1487
              to
              {'date': Value(dtype='string', id=None), 'open': Value(dtype='float64', id=None), 'high': Value(dtype='float64', id=None), 'low': Value(dtype='float64', id=None), 'close': Value(dtype='float64', id=None), 'volume': Value(dtype='int64', id=None)}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1438, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1050, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1873, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 11 new columns ({'AAPL.4', 'TSLA.3', 'Ticker', 'AAPL.1', 'TSLA.1', 'TSLA', 'TSLA.4', 'AAPL.2', 'TSLA.2', 'AAPL', 'AAPL.3'}) and 6 missing columns ({'low', 'open', 'high', 'date', 'close', 'volume'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/dhroov07/stockformer_indian/aapl_day_full.csv (at revision 26d44315dca90bded2a56cc36324f96d652668f7)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)